/tmp/ipykernel_4050/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
RDF/XML Syntax 24 Turtle 22 unknown 9 OWL/XML Syntax 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 46 | 5873.625000 | 20749.397931 | 0.0 | 67.5 | 573.0 | 2246.25 | 124680.0 |
| Declaration | 46 | 1090.375000 | 3344.200970 | 0.0 | 25.5 | 175.0 | 848.25 | 22818.0 |
| SubClassOf | 44 | 1412.017857 | 4515.587466 | 0.0 | 5.5 | 81.0 | 878.00 | 24611.0 |
| ObjectPropertyDomain | 41 | 27.410714 | 34.210459 | 0.0 | 0.0 | 19.5 | 29.25 | 133.0 |
| ObjectPropertyRange | 41 | 29.125000 | 34.900410 | 0.0 | 0.0 | 19.5 | 32.75 | 144.0 |
| DataPropertyRange | 35 | 10.714286 | 18.891763 | 0.0 | 0.0 | 1.5 | 10.25 | 97.0 |
| SubObjectPropertyOf | 35 | 41.321429 | 62.981125 | 0.0 | 0.0 | 12.0 | 55.00 | 284.0 |
| InverseObjectProperties | 35 | 10.232143 | 24.306371 | 0.0 | 0.0 | 1.5 | 9.00 | 126.0 |
| DisjointClasses | 33 | 237.410714 | 1639.093295 | 0.0 | 0.0 | 1.5 | 17.75 | 12277.0 |
| DataPropertyDomain | 32 | 9.910714 | 32.402175 | 0.0 | 0.0 | 2.0 | 4.25 | 235.0 |
| ClassAssertion | 31 | 120.482143 | 377.685920 | 0.0 | 0.0 | 1.0 | 20.25 | 1952.0 |
| EquivalentClasses | 29 | 154.607143 | 820.458734 | 0.0 | 0.0 | 1.0 | 61.25 | 6147.0 |
| TransitiveObjectProperty | 27 | 3.160714 | 5.581713 | 0.0 | 0.0 | 0.0 | 5.00 | 32.0 |
| SubAnnotationPropertyOf | 23 | 11.625000 | 33.936070 | 0.0 | 0.0 | 0.0 | 8.50 | 228.0 |
| SubDataPropertyOf | 22 | 5.375000 | 11.516885 | 0.0 | 0.0 | 0.0 | 4.75 | 63.0 |
| FunctionalObjectProperty | 19 | 2.071429 | 3.832194 | 0.0 | 0.0 | 0.0 | 2.25 | 17.0 |
| FunctionalDataProperty | 18 | 1.285714 | 3.001298 | 0.0 | 0.0 | 0.0 | 2.00 | 19.0 |
| InverseFunctionalObjectProperty | 17 | 1.339286 | 2.900011 | 0.0 | 0.0 | 0.0 | 1.00 | 12.0 |
| SymmetricObjectProperty | 15 | 2.142857 | 4.274357 | 0.0 | 0.0 | 0.0 | 1.00 | 16.0 |
| AnnotationPropertyRangeOf | 15 | 4.821429 | 18.491381 | 0.0 | 0.0 | 0.0 | 1.00 | 134.0 |
| ObjectPropertyAssertion | 15 | 267.321429 | 1390.881566 | 0.0 | 0.0 | 0.0 | 2.00 | 10226.0 |
| IrrefexiveObjectProperty | 14 | 2.250000 | 5.434737 | 0.0 | 0.0 | 0.0 | 0.25 | 22.0 |
| AsymmetricObjectProperty | 12 | 1.750000 | 4.440516 | 0.0 | 0.0 | 0.0 | 0.00 | 16.0 |
| DataPropertyAssertion | 10 | 110.696429 | 508.890984 | 0.0 | 0.0 | 0.0 | 0.00 | 3617.0 |
| SubPropertyChainOf | 9 | 3.214286 | 16.275709 | 0.0 | 0.0 | 0.0 | 0.00 | 120.0 |
| DisjointUnion | 9 | 5.017857 | 17.287401 | 0.0 | 0.0 | 0.0 | 0.00 | 116.0 |
| DifferentIndividuals | 6 | 0.339286 | 1.195093 | 0.0 | 0.0 | 0.0 | 0.00 | 6.0 |
| AnnotationPropertyDomain | 6 | 0.214286 | 0.867898 | 0.0 | 0.0 | 0.0 | 0.00 | 6.0 |
| ReflexiveObjectProperty | 6 | 0.107143 | 0.312094 | 0.0 | 0.0 | 0.0 | 0.00 | 1.0 |
| EquivalentObjectProperties | 6 | 1.142857 | 5.035974 | 0.0 | 0.0 | 0.0 | 0.00 | 36.0 |
| DisjointObjectProperties | 5 | 0.357143 | 1.406848 | 0.0 | 0.0 | 0.0 | 0.00 | 8.0 |
| SameIndividual | 3 | 0.553571 | 2.593135 | 0.0 | 0.0 | 0.0 | 0.00 | 17.0 |
| Rule | 3 | 0.660714 | 3.517627 | 0.0 | 0.0 | 0.0 | 0.00 | 25.0 |
| NegativeObjectPropertyAssertion | 2 | 0.035714 | 0.187256 | 0.0 | 0.0 | 0.0 | 0.00 | 1.0 |
| EquivalentDataProperties | 2 | 0.160714 | 0.848031 | 0.0 | 0.0 | 0.0 | 0.00 | 5.0 |
| DatatypeDefinition | 2 | 0.357143 | 2.540069 | 0.0 | 0.0 | 0.0 | 0.00 | 19.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 47 | 4908.464286 | 14425.679064 | 0.0 | 76.75 | 479.5 | 2579.00 | 78469.0 |
| ObjectUnionOf | 32 | 12.464286 | 21.085940 | 0.0 | 0.00 | 2.5 | 13.00 | 88.0 |
| ObjectAllValuesFrom | 29 | 26.017857 | 61.289029 | 0.0 | 0.00 | 1.0 | 27.25 | 400.0 |
| ObjectSomeValuesFrom | 27 | 410.428571 | 2223.309776 | 0.0 | 0.00 | 0.0 | 84.75 | 16614.0 |
| ObjectIntersectionOf | 25 | 139.571429 | 831.386725 | 0.0 | 0.00 | 0.0 | 17.00 | 6217.0 |
| ObjectExactCardinality | 24 | 6.428571 | 21.652510 | 0.0 | 0.00 | 0.0 | 3.00 | 115.0 |
| DataExactCardinality | 18 | 1.875000 | 3.593239 | 0.0 | 0.00 | 0.0 | 3.00 | 14.0 |
| DataHasValue | 15 | 26.642857 | 75.875120 | 0.0 | 0.00 | 0.0 | 3.25 | 494.0 |
| DataAllValuesFrom | 14 | 0.821429 | 1.789943 | 0.0 | 0.00 | 0.0 | 0.25 | 8.0 |
| ObjectComplementOf | 12 | 4.857143 | 24.129521 | 0.0 | 0.00 | 0.0 | 0.00 | 179.0 |
| ObjectHasValue | 11 | 8.500000 | 32.615111 | 0.0 | 0.00 | 0.0 | 0.00 | 189.0 |
| ObjectMinCardinality | 11 | 0.910714 | 2.406633 | 0.0 | 0.00 | 0.0 | 0.00 | 11.0 |
| ObjectOneOf | 11 | 13.339286 | 55.139584 | 0.0 | 0.00 | 0.0 | 0.00 | 272.0 |
| DataSomeValuesFrom | 10 | 0.875000 | 2.320364 | 0.0 | 0.00 | 0.0 | 0.00 | 14.0 |
| ObjectMaxCardinality | 7 | 16.732143 | 119.435413 | 0.0 | 0.00 | 0.0 | 0.00 | 894.0 |
| DataMinCardinality | 4 | 0.303571 | 1.877325 | 0.0 | 0.00 | 0.0 | 0.00 | 14.0 |
| DataMaxCardinality | 4 | 1.464286 | 8.418517 | 0.0 | 0.00 | 0.0 | 0.00 | 61.0 |
| ObjectHasSelf | 1 | 0.017857 | 0.133631 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 35 | PATO | 0.350 | 0.556 | 0.143 |
| 30 | OBO | 0.339 | 0.571 | 0.107 |
| 17 | FOAF | 0.327 | 0.333 | 0.321 |
| 19 | IAO | 0.300 | 0.600 | 0.000 |
| 37 | PROVO | 0.296 | 0.504 | 0.089 |
| 31 | OEO | 0.285 | 0.571 | 0.000 |
| 49 | enanomapper | 0.285 | 0.571 | 0.000 |
| 22 | MDO | 0.285 | 0.571 | 0.000 |
| 0 | AMONTOLOGY | 0.285 | 0.571 | 0.000 |
| 13 | EMMO_crystallography | 0.275 | 0.549 | 0.000 |
| 8 | EMMO | 0.275 | 0.549 | 0.000 |
| 10 | EMMO_BattINFO | 0.275 | 0.549 | 0.000 |
| 38 | QUDT | 0.275 | 0.549 | 0.000 |
| 4 | CHAMEO | 0.275 | 0.549 | 0.000 |
| 41 | SEMMD | 0.252 | 0.504 | 0.000 |
| 12 | EMMO_atomistic | 0.252 | 0.504 | 0.000 |
| 14 | EMMO_mappings | 0.252 | 0.504 | 0.000 |
| 3 | CCO | 0.252 | 0.504 | 0.000 |
| 2 | BWMD-MID | 0.252 | 0.504 | 0.000 |
| 1 | BWMD-DOMAIN | 0.252 | 0.504 | 0.000 |
| 40 | SAREF | 0.241 | 0.482 | 0.000 |
| 50 | m4i | 0.241 | 0.482 | 0.000 |
| 21 | MAMBO | 0.234 | 0.467 | 0.000 |
| 27 | NPO | 0.234 | 0.467 | 0.000 |
| 44 | SP | 0.234 | 0.467 | 0.000 |
| 43 | SO | 0.234 | 0.467 | 0.000 |
| 32 | OM | 0.234 | 0.467 | 0.000 |
| 46 | UO | 0.234 | 0.467 | 0.000 |
| 6 | DEB | 0.234 | 0.467 | 0.000 |
| 52 | mvc | 0.222 | 0.444 | 0.000 |
| 36 | PMD | 0.222 | 0.444 | 0.000 |
| 26 | MaterialsMine | 0.222 | 0.444 | 0.000 |
| 29 | OA | 0.222 | 0.444 | 0.000 |
| 7 | DISO | 0.222 | 0.444 | 0.000 |
| 25 | MatOnto | 0.222 | 0.444 | 0.000 |
| 18 | GPO | 0.222 | 0.444 | 0.000 |
| 24 | MSEO | 0.222 | 0.444 | 0.000 |
| 5 | CIF | 0.222 | 0.444 | 0.000 |
| 20 | LPBFO | 0.219 | 0.438 | 0.000 |
| 53 | opmw | 0.200 | 0.400 | 0.000 |
| 42 | SKOS_MDO | 0.200 | 0.400 | 0.000 |
| 54 | periodictable | 0.200 | 0.400 | 0.000 |
| 34 | P-Plan | 0.200 | 0.400 | 0.000 |
| 47 | WILD | 0.200 | 0.400 | 0.000 |
| 33 | OSMO | 0.189 | 0.378 | 0.000 |
| 45 | SSN | 0.189 | 0.378 | 0.000 |
| 55 | ssos | 0.155 | 0.311 | 0.000 |
| 16 | EMMO_microstructure | 0.000 | 0.000 | 0.000 |
| 39 | QUDV | 0.000 | 0.000 | 0.000 |
| 11 | EMMO_Datamodel | 0.000 | 0.000 | 0.000 |
| 48 | bmo | 0.000 | 0.000 | 0.000 |
| 51 | matinfo | 0.000 | 0.000 | 0.000 |
| 28 | NanoMine | 0.000 | 0.000 | 0.000 |
| 9 | EMMO_BVC | 0.000 | 0.000 | 0.000 |
| 15 | EMMO_mechanical_testing | 0.000 | 0.000 | 0.000 |
| 23 | MOL_TENSILE | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 56.0 | 0.205518 | 0.097901 | 0.0 | 0.2 | 0.2340 | 0.25775 | 0.350 |
| score_dash | 56.0 | 0.399125 | 0.186564 | 0.0 | 0.4 | 0.4555 | 0.50400 | 0.600 |
| score_impact | 56.0 | 0.011786 | 0.049558 | 0.0 | 0.0 | 0.0000 | 0.00000 | 0.321 |